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32 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
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0. SpatialExtremes - The SpatialExtremes package aims to develop tools for the modeling of spatial extremes. The knowledge of the univariate/multivariate distribution of extremes is not enough. This package will try to fill this gap.
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Registered: 2008-10-04 11:03 |
1. Low Rank Gaussian Process Regression - Fit a Low Rank Gaussian Process Regression / Linear Mixed Model for large datasets. These models are widely used in statistical genetics as a test of association while correcting for the confounding effects of kinship and population structure.
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Registered: 2013-12-19 15:12 |
2. Isolation Forest - This package implements an anomaly detection method that detects data-anomalies using binary trees. Using the property that anomalies are more susceptible to isolation, anomalies can be detected as data points which have short expected path lengths.
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- Topic : Machine Learning : Recursive Partitioning [Filter]
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Registered: 2009-07-14 06:02 |
3. move: analyze animal movement data - move is a package that contains functions to access movement data stored in movebank.org as well as tools to visualize and statistically analyse animal movement data. Move addresses movement ecological questions.
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- Topic : Spatial Data & Statistics : Ecological Analysis [Filter]
- Topic : Spatial Data & Statistics : Point Pattern Analysis [Filter]
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Registered: 2012-03-28 07:52 |
4. Finite Mixure of AFT and FMR models - FMRS package provides estimation and variable selection in Finite Mixture of Accelerated Failure Time Regression (FMAFTR) and Finite Mixture of Regression (FMR) models with a large number of covariates and/or right censoring and heterogeneous structure.
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- Topic : Machine Learning : Model Selection and Validation [Filter]
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Registered: 2016-03-07 02:31 |
5. Bayesian Biclustering - This package uses a Bayesian spike-and-slab model to construct bidendrograms using log posterior as the natural distance defined by the model and calculates importance using log Bayes factor.
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Registered: 2010-04-01 17:54 |
6. arules - Mining Association Rules - Infrastructure for representing, manipulating and analyzing transaction data and patterns (frequent itemsets and association rules).
arules is now maintained on Github: https://github.com/mhahsler/arules
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Registered: 2007-05-21 13:55 |
7. Test for point containment in polyhedron - This project provides a function to test whether a point is contained within a closed three-dimensional polyhedron, defined by a triangular mesh. A two-dimensional version for polygons is also provided.
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Registered: 2010-04-25 17:27 |
8. seriation - Infrastructure for seriation - Infrastructure for seriation with an implementation of several seriation/sequencing techniques to reorder matrices, dissimilarity matrices, and dendrograms. Seriation is now maintained on githup at http://github.com/mhahsler/seriation
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- Topic : Multivariate Statistics : Visualising Multivariate Data [Filter]
- Topic : Optimization : Mathematical Programming : Global Optimization [Filter]
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Registered: 2008-02-01 22:32 |
9. labeltodendro - This package converts labels to a dendrogram and can be used to summarize groupings achieved by Markov chain Monte Carlo clustering.
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- Topic : Bioinformatics : Visualization [Filter]
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- Topic : Machine Learning : Bayesian Methods [Filter]
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Registered: 2009-02-18 09:38 |
10. bclust - Bayesian clustering with variable selection is a fully automatic clustering method, designed for low-sample-size-high-dimensional situations. This might be regarded as a high-dimensional variant of the mclust package.
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Registered: 2009-02-18 10:01 |
11. Modelling Peaks Over Threshold - The project consists in developing functions for peaks over threshold modeling. Most of results come from the extreme value theory (EVT). The EVT is currently extensively used, mostly in environmental sciences and finance.
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- Topic : Finance : Risk Management : Value at Risk [Filter]
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Registered: 2007-09-21 14:29 |
12. TSP - Traveling Salesperson Problem - Basic infrastructure and some algorithms for the traveling salesperson problem (TSP). The package is now maintained on github at http://github.com/mhahsler/TSP
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- Topic : Optimization : Mathematical Programming : Global Optimization [Filter]
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Registered: 2007-02-20 12:47 |
13. rgl: 3D visualization support - rgl development has moved to Github.
rgl is a 3D visualization system based on OpenGL. It provides a medium to high level interface for use in R, currently modelled on classic R graphics, with extensions to allow for interaction.
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- Topic : Graphics : Dynamic Graphics [Filter]
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Registered: 2008-08-16 13:50 |
14. Linear quantile mixed models - This project is aimed at developing an R package to fit and analyse quantile regression models with random effects.
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Registered: 2012-05-15 16:23 |
15. netbenchmark - The development version of netbenchmark package, which implements a benchmarking of several gene network inference algorithms from gene expression data.
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Registered: 2014-11-28 09:55 |
16. yags: modular GEE solver - yags is a modular solver for generalized estimating equations.
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Registered: 2009-01-04 12:17 |
17. GWAtoolbox - An R-package implemented for genome-wide association studies. The main feature is very vast quality check of data before meta-analysis. It provides an extensive list of quality statistics presented using easy-to-use DHTML and graphical outputs.
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Registered: 2011-03-23 10:20 |
18. cgen - Parallel Genomic Prediction and GWAS in R using Eigen and Rcpp
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Registered: 2013-05-29 18:34 |
19. Distance Weighted Discrimination (DWD) - Distance Weighted Discrimination (DWD) is a machine learning tool similar to SVM but with better breakdown properties as the number of variables increases in relationship to the number of observations.
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Registered: 2011-10-21 13:31 |
32 projects in result set. Displaying 20 per page. Projects sorted by activity ranking.
<1>
